Pandas Profiling Report

Dataset statistics

Number of variables	22
Number of observations	11218
Missing cells	21772
Missing cells (%)	8.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.9 MiB
Average record size in memory	176.0 B

Variable types

DateTime	2
Numeric	12
Categorical	6
Text	2

Alerts

`latitude` is highly overall correlated with `longitude` and 4 other fields	High correlation
`longitude` is highly overall correlated with `latitude` and 4 other fields	High correlation
`depth` is highly overall correlated with `dmin` and 1 other fields	High correlation
`mag` is highly overall correlated with `nst` and 2 other fields	High correlation
`nst` is highly overall correlated with `latitude` and 3 other fields	High correlation
`gap` is highly overall correlated with `nst`	High correlation
`dmin` is highly overall correlated with `longitude` and 5 other fields	High correlation
`rms` is highly overall correlated with `depth` and 3 other fields	High correlation
`horizontalError` is highly overall correlated with `dmin` and 2 other fields	High correlation
`depthError` is highly overall correlated with `dmin` and 1 other fields	High correlation
`magNst` is highly overall correlated with `nst`	High correlation
`magType` is highly overall correlated with `magSource`	High correlation
`net` is highly overall correlated with `latitude` and 4 other fields	High correlation
`status` is highly overall correlated with `net` and 2 other fields	High correlation
`locationSource` is highly overall correlated with `latitude` and 4 other fields	High correlation
`magSource` is highly overall correlated with `latitude` and 5 other fields	High correlation
`magType` is highly imbalanced (59.8%)	Imbalance
`type` is highly imbalanced (92.8%)	Imbalance
`nst` has 3050 (27.2%) missing values	Missing
`gap` has 3050 (27.2%) missing values	Missing
`dmin` has 5379 (47.9%) missing values	Missing
`place` has 479 (4.3%) missing values	Missing
`horizontalError` has 3678 (32.8%) missing values	Missing
`magError` has 3074 (27.4%) missing values	Missing
`magNst` has 3060 (27.3%) missing values	Missing
`time` has unique values	Unique
`id` has unique values	Unique
`updated` has unique values	Unique
`depth` has 156 (1.4%) zeros	Zeros

Reproduction

Analysis started	2023-06-26 11:58:40.020888
Analysis finished	2023-06-26 11:59:49.117047
Duration	1 minute and 9.1 seconds
Software version	ydata-profiling vv4.2.0
Download configuration	config.json

time
Date

Distinct	11218
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

Minimum	2023-05-27 11:58:44.607000
Maximum	2023-06-26 11:41:18.517000

Histogram

Histogram with fixed size bins (bins=50)

latitude
Real number (ℝ)

Distinct	9451
Distinct (%)	84.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42.827001

Minimum	-62.3246
Maximum	85.038
Zeros	0
Zeros (%)	0.0%
Negative	506
Negative (%)	4.5%
Memory size	87.8 KiB

Quantile statistics

Minimum	-62.3246
5-th percentile	8.37637
Q1	35.088042
median	44.463583
Q3	58.241292
95-th percentile	63.28801
Maximum	85.038
Range	147.3626
Interquartile range (IQR)	23.15325

Descriptive statistics

Standard deviation	19.605415
Coefficient of variation (CV)	0.45778164
Kurtosis	3.9131393
Mean	42.827001
Median Absolute Deviation (MAD)	12.590967
Skewness	-1.6419052
Sum	480433.3
Variance	384.37229
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58.18716667	12	0.1%
58.18316667	10	0.1%
58.183	10	0.1%
58.18066667	10	0.1%
58.18	9	0.1%
58.17716667	9	0.1%
58.18916667	9	0.1%
58.1765	9	0.1%
58.18383333	8	0.1%
58.1845	8	0.1%
Other values (9441)	11124	99.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-62.3246	1	< 0.1%
-62.0422	1	< 0.1%
-60.9422	1	< 0.1%
-60.7883	1	< 0.1%
-60.6035	1	< 0.1%
-60.5718	1	< 0.1%
-60.4992	1	< 0.1%
-60.4502	1	< 0.1%
-60.4115	1	< 0.1%
-60.3214	1	< 0.1%

Value	Count	Frequency (%)
85.038	1	< 0.1%
85.0174	1	< 0.1%
78.5131	1	< 0.1%
78.479	1	< 0.1%
75.8915	1	< 0.1%
71.7347	1	< 0.1%
71.5926	1	< 0.1%
71.4249	1	< 0.1%
71.3928	1	< 0.1%
69.7689	1	< 0.1%

longitude
Real number (ℝ)

Distinct	9952
Distinct (%)	88.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-118.48838

Minimum	-179.9849
Maximum	179.9584
Zeros	0
Zeros (%)	0.0%
Negative	10491
Negative (%)	93.5%
Memory size	87.8 KiB

Quantile statistics

Minimum	-179.9849
5-th percentile	-175.58292
Q1	-155.14267
median	-125.38083
Q3	-116.82362
95-th percentile	101.65697
Maximum	179.9584
Range	359.9433
Interquartile range (IQR)	38.319042

Descriptive statistics

Standard deviation	71.482348
Coefficient of variation (CV)	-0.60328571
Kurtosis	8.5634708
Mean	-118.48838
Median Absolute Deviation (MAD)	25.942717
Skewness	2.9784751
Sum	-1329202.7
Variance	5109.726
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-122.8225021	8	0.1%
-155.282	7	0.1%
-122.8238297	7	0.1%
-155.2855	7	0.1%
-122.8221664	6	0.1%
-122.8153305	6	0.1%
-122.8160019	6	0.1%
-155.3085	6	0.1%
-155.3181667	6	0.1%
-155.2755	6	0.1%
Other values (9942)	11153	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-179.9849	1	< 0.1%
-179.9787	1	< 0.1%
-179.9733	1	< 0.1%
-179.9681	1	< 0.1%
-179.9636	1	< 0.1%
-179.9437	1	< 0.1%
-179.9389	1	< 0.1%
-179.9325	1	< 0.1%
-179.9316	1	< 0.1%
-179.9159	1	< 0.1%

Value	Count	Frequency (%)
179.9584	1	< 0.1%
179.921	1	< 0.1%
179.9085	1	< 0.1%
179.8862	1	< 0.1%
179.8487	1	< 0.1%
179.8383	1	< 0.1%
179.812	1	< 0.1%
179.7818	1	< 0.1%
179.7803	1	< 0.1%
179.7566	1	< 0.1%

depth
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3856
Distinct (%)	34.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.479915

Minimum	-3.2
Maximum	630.838
Zeros	156
Zeros (%)	1.4%
Negative	456
Negative (%)	4.1%
Memory size	87.8 KiB

Quantile statistics

Minimum	-3.2
5-th percentile	0
Q1	2.55
median	7.72
Q3	19.3
95-th percentile	102
Maximum	630.838
Range	634.038
Interquartile range (IQR)	16.75

Descriptive statistics

Standard deviation	52.329351
Coefficient of variation (CV)	2.2286857
Kurtosis	58.559586
Mean	23.479915
Median Absolute Deviation (MAD)	5.77
Skewness	6.5964825
Sum	263397.68
Variance	2738.361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	418	3.7%
0	156	1.4%
35	114	1.0%
-1.8	66	0.6%
5	49	0.4%
25.6	35	0.3%
6.7	31	0.3%
2.6	29	0.3%
2.1	27	0.2%
7	26	0.2%
Other values (3846)	10267	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.2	2	< 0.1%
-3.019999981	1	< 0.1%
-3	4	< 0.1%
-2.96	1	< 0.1%
-2.84	1	< 0.1%
-2.83	1	< 0.1%
-2.67	1	< 0.1%
-2.6	2	< 0.1%
-2.54	1	< 0.1%
-2.52	1	< 0.1%

Value	Count	Frequency (%)
630.838	1	< 0.1%
627.666	1	< 0.1%
612.378	1	< 0.1%
608.737	1	< 0.1%
607.923	1	< 0.1%
606.527	1	< 0.1%
602.302	1	< 0.1%
600.468	1	< 0.1%
599.76	1	< 0.1%
591.453	1	< 0.1%

mag
Real number (ℝ)

Distinct	562
Distinct (%)	5.0%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	1.4779852

Minimum	-1.59
Maximum	7.2
Zeros	23
Zeros (%)	0.2%
Negative	970
Negative (%)	8.6%
Memory size	87.8 KiB

Quantile statistics

Minimum	-1.59
5-th percentile	-0.232
Q1	0.7
median	1.27
Q3	1.96
95-th percentile	4.4
Maximum	7.2
Range	8.79
Interquartile range (IQR)	1.26

Descriptive statistics

Standard deviation	1.2628443
Coefficient of variation (CV)	0.85443637
Kurtosis	1.1653096
Mean	1.4779852
Median Absolute Deviation (MAD)	0.63
Skewness	1.0754472
Sum	16578.56
Variance	1.5947758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.1	348	3.1%
1.4	316	2.8%
1.3	313	2.8%
1.2	299	2.7%
1.6	264	2.4%
1.5	255	2.3%
1.8	220	2.0%
1	213	1.9%
1.9	210	1.9%
1.7	185	1.6%
Other values (552)	8594	76.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.59	1	< 0.1%
-1.34	1	< 0.1%
-1.29	1	< 0.1%
-1.14	1	< 0.1%
-1.11	2	< 0.1%
-1.06	2	< 0.1%
-1.05	1	< 0.1%
-1.04	1	< 0.1%
-1.03	1	< 0.1%
-1.02	1	< 0.1%

Value	Count	Frequency (%)
7.2	1	< 0.1%
6.4	1	< 0.1%
6.3	1	< 0.1%
6.2	3	< 0.1%
6	4	< 0.1%
5.9	4	< 0.1%
5.8	5	< 0.1%
5.7	9	0.1%
5.6	8	0.1%
5.5	10	0.1%

magType
Categorical

HIGH CORRELATION IMBALANCE

Distinct	8
Distinct (%)	0.1%
Missing	1
Missing (%)	< 0.1%
Memory size	87.8 KiB

ml	7860
md	2389
mb	831
mww	94
mwr	26
Other values (3)	17

Length

Max length	5
Median length	2
Mean length	2.0128377
Min length	2

Characters and Unicode

Total characters	22578
Distinct characters	9
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ml
2nd row	md
3rd row	ml
4th row	md
5th row	ml

Common Values

Value	Count	Frequency (%)
ml	7860	70.1%
md	2389	21.3%
mb	831	7.4%
mww	94	0.8%
mwr	26	0.2%
mb_lg	8	0.1%
mh	5	< 0.1%
mw	4	< 0.1%
(Missing)	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ml	7860	70.1%
md	2389	21.3%
mb	831	7.4%
mww	94	0.8%
mwr	26	0.2%
mb_lg	8	0.1%
mh	5	< 0.1%
mw	4	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
m	11217	49.7%
l	7868	34.8%
d	2389	10.6%
b	839	3.7%
w	218	1.0%
r	26	0.1%
_	8	< 0.1%
g	8	< 0.1%
h	5	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22570	> 99.9%
Connector Punctuation	8	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
m	11217	49.7%
l	7868	34.9%
d	2389	10.6%
b	839	3.7%
w	218	1.0%
r	26	0.1%
g	8	< 0.1%
h	5	< 0.1%

Connector Punctuation

Value	Count	Frequency (%)
_	8	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22570	> 99.9%
Common	8	< 0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
m	11217	49.7%
l	7868	34.9%
d	2389	10.6%
b	839	3.7%
w	218	1.0%
r	26	0.1%
g	8	< 0.1%
h	5	< 0.1%

Common

Value	Count	Frequency (%)
_	8	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22578	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
m	11217	49.7%
l	7868	34.8%
d	2389	10.6%
b	839	3.7%
w	218	1.0%
r	26	0.1%
_	8	< 0.1%
g	8	< 0.1%
h	5	< 0.1%

nst
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	152
Distinct (%)	1.9%
Missing	3050
Missing (%)	27.2%
Infinite	0
Infinite (%)	0.0%
Mean	21.92287

Minimum	0
Maximum	264
Zeros	1
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	8
median	15
Q3	28
95-th percentile	62
Maximum	264
Range	264
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	21.17214
Coefficient of variation (CV)	0.96575586
Kurtosis	13.196719
Mean	21.92287
Median Absolute Deviation (MAD)	8
Skewness	2.8332619
Sum	179066
Variance	448.25951
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	455	4.1%
5	445	4.0%
7	433	3.9%
8	428	3.8%
9	376	3.4%
4	375	3.3%
11	321	2.9%
10	307	2.7%
12	297	2.6%
13	266	2.4%
Other values (142)	4465	39.8%
(Missing)	3050	27.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1	< 0.1%
2	2	< 0.1%
3	29	0.3%
4	375	3.3%
5	445	4.0%
6	455	4.1%
7	433	3.9%
8	428	3.8%
9	376	3.4%
10	307	2.7%

Value	Count	Frequency (%)
264	1	< 0.1%
239	1	< 0.1%
206	2	< 0.1%
197	1	< 0.1%
196	1	< 0.1%
194	1	< 0.1%
189	1	< 0.1%
175	1	< 0.1%
163	2	< 0.1%
161	1	< 0.1%

gap
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	719
Distinct (%)	8.8%
Missing	3050
Missing (%)	27.2%
Infinite	0
Infinite (%)	0.0%
Mean	119.53314

Minimum	14
Maximum	339
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	14
5-th percentile	42
Q1	71
median	105
Q3	154.2325
95-th percentile	246
Maximum	339
Range	325
Interquartile range (IQR)	83.2325

Descriptive statistics

Standard deviation	63.54978
Coefficient of variation (CV)	0.53164989
Kurtosis	0.45122686
Mean	119.53314
Median Absolute Deviation (MAD)	39
Skewness	0.95910825
Sum	976346.67
Variance	4038.5745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
55	75	0.7%
63	73	0.7%
103	72	0.6%
80	71	0.6%
101	71	0.6%
69	70	0.6%
65	69	0.6%
74	68	0.6%
62	68	0.6%
76	67	0.6%
Other values (709)	7464	66.5%
(Missing)	3050	27.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%
17	1	< 0.1%
18	5	< 0.1%
19	2	< 0.1%
20	5	< 0.1%
21	6	0.1%
22	5	< 0.1%
23	4	< 0.1%

Value	Count	Frequency (%)
339	1	< 0.1%
337	3	< 0.1%
335	3	< 0.1%
334	1	< 0.1%
333	3	< 0.1%
332	4	< 0.1%
330	4	< 0.1%
329	5	< 0.1%
328	2	< 0.1%
327.69	1	< 0.1%

dmin
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	4790
Distinct (%)	82.0%
Missing	5379
Missing (%)	47.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.67459234

Minimum	0
Maximum	34.81
Zeros	3
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0059731
Q1	0.018925
median	0.06191
Q3	0.2415
95-th percentile	3.6347
Maximum	34.81
Range	34.81
Interquartile range (IQR)	0.222575

Descriptive statistics

Standard deviation	2.0553782
Coefficient of variation (CV)	3.0468449
Kurtosis	78.908228
Mean	0.67459234
Median Absolute Deviation (MAD)	0.05102
Skewness	7.3870103
Sum	3938.9447
Variance	4.2245797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.013	14	0.1%
0.01	13	0.1%
0.012	13	0.1%
0.017	12	0.1%
0.053	9	0.1%
0.016	9	0.1%
0.011	9	0.1%
0.063	8	0.1%
0.015	8	0.1%
0.014	8	0.1%
Other values (4780)	5736	51.1%
(Missing)	5379	47.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3	< 0.1%
0.0002818	1	< 0.1%
0.000397	1	< 0.1%
0.0005998	1	< 0.1%
0.0006807	1	< 0.1%
0.0009383	1	< 0.1%
0.0009863	1	< 0.1%
0.001	2	< 0.1%
0.001196	1	< 0.1%
0.001254	1	< 0.1%

Value	Count	Frequency (%)
34.81	1	< 0.1%
32.274	1	< 0.1%
31.959	1	< 0.1%
29.954	1	< 0.1%
29.527	1	< 0.1%
26.475	1	< 0.1%
26.204	1	< 0.1%
24.646	1	< 0.1%
22.385	1	< 0.1%
21.941	1	< 0.1%

rms
Real number (ℝ)

Distinct	533
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.30215327

Minimum	0
Maximum	1.85
Zeros	10
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.02
Q1	0.09
median	0.1879
Q3	0.5
95-th percentile	0.83
Maximum	1.85
Range	1.85
Interquartile range (IQR)	0.41

Descriptive statistics

Standard deviation	0.27086684
Coefficient of variation (CV)	0.89645508
Kurtosis	0.24539752
Mean	0.30215327
Median Absolute Deviation (MAD)	0.1379
Skewness	1.0182375
Sum	3389.5554
Variance	0.073368844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.02	407	3.6%
0.07	392	3.5%
0.08	337	3.0%
0.06	332	3.0%
0.09	321	2.9%
0.1	318	2.8%
0.05	300	2.7%
0.03	299	2.7%
0.04	278	2.5%
0.2	252	2.2%
Other values (523)	7982	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	0.1%
0.001	2	< 0.1%
0.0077	1	< 0.1%
0.0083	1	< 0.1%
0.01	237	2.1%
0.0132	1	< 0.1%
0.0138	1	< 0.1%
0.0144	1	< 0.1%
0.0153	1	< 0.1%
0.0156	1	< 0.1%

Value	Count	Frequency (%)
1.85	1	< 0.1%
1.81	1	< 0.1%
1.52	1	< 0.1%
1.48	1	< 0.1%
1.47	1	< 0.1%
1.42	1	< 0.1%
1.4	1	< 0.1%
1.38	1	< 0.1%
1.37	2	< 0.1%
1.35	3	< 0.1%

net
Categorical

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

ak	3050
av	1795
nc	1683
ci	1212
us	1181
Other values (10)	2297

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	22436
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ak
2nd row	nc
3rd row	ak
4th row	nc
5th row	ak

Common Values

Value	Count	Frequency (%)
ak	3050	27.2%
av	1795	16.0%
nc	1683	15.0%
ci	1212	10.8%
us	1181	10.5%
hv	527	4.7%
nn	412	3.7%
pr	277	2.5%
uw	238	2.1%
ok	219	2.0%
Other values (5)	624	5.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ak	3050	27.2%
av	1795	16.0%
nc	1683	15.0%
ci	1212	10.8%
us	1181	10.5%
hv	527	4.7%
nn	412	3.7%
pr	277	2.5%
uw	238	2.1%
ok	219	2.0%
Other values (5)	624	5.6%

Most occurring characters

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22436	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22436	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22436	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

id
Text

Distinct	11218
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

Length

Max length	13
Median length	10
Mean length	10.554733
Min length	10

Characters and Unicode

Total characters	118403
Distinct characters	36
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	11218 ?
Unique (%)	100.0%

Sample

1st row	ak02384wx0ze
2nd row	nc73905551
3rd row	ak02384wrwp3
4th row	nc73905546
5th row	ak02384weeju

Value	Count	Frequency (%)
ak02384wx0ze	1	< 0.1%
nc73905526	1	< 0.1%
ak02384q7vu1	1	< 0.1%
hv73462172	1	< 0.1%
ak02384wrwp3	1	< 0.1%
nc73905546	1	< 0.1%
ak02384weeju	1	< 0.1%
nc73905541	1	< 0.1%
nc73905536	1	< 0.1%
nc73905531	1	< 0.1%
Other values (11208)	11208	99.9%

Most occurring characters

Value	Count	Frequency (%)
0	14102	11.9%
7	9592	8.1%
3	9499	8.0%
9	8196	6.9%
1	8073	6.8%
2	7639	6.5%
6	6257	5.3%
4	6136	5.2%
a	5548	4.7%
8	5224	4.4%
Other values (26)	38137	32.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	77957	65.8%
Lowercase Letter	40446	34.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	5548	13.7%
k	5115	12.6%
c	3523	8.7%
n	3055	7.6%
v	2918	7.2%
u	2433	6.0%
s	1795	4.4%
i	1722	4.3%
h	1185	2.9%
w	985	2.4%
Other values (16)	12167	30.1%

Decimal Number

Value	Count	Frequency (%)
0	14102	18.1%
7	9592	12.3%
3	9499	12.2%
9	8196	10.5%
1	8073	10.4%
2	7639	9.8%
6	6257	8.0%
4	6136	7.9%
8	5224	6.7%
5	3239	4.2%

Most occurring scripts

Value	Count	Frequency (%)
Common	77957	65.8%
Latin	40446	34.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	5548	13.7%
k	5115	12.6%
c	3523	8.7%
n	3055	7.6%
v	2918	7.2%
u	2433	6.0%
s	1795	4.4%
i	1722	4.3%
h	1185	2.9%
w	985	2.4%
Other values (16)	12167	30.1%

Common

Value	Count	Frequency (%)
0	14102	18.1%
7	9592	12.3%
3	9499	12.2%
9	8196	10.5%
1	8073	10.4%
2	7639	9.8%
6	6257	8.0%
4	6136	7.9%
8	5224	6.7%
5	3239	4.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	118403	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	14102	11.9%
7	9592	8.1%
3	9499	8.0%
9	8196	6.9%
1	8073	6.8%
2	7639	6.5%
6	6257	5.3%
4	6136	5.2%
a	5548	4.7%
8	5224	4.4%
Other values (26)	38137	32.2%

updated
Date

Distinct	11218
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

Minimum	2023-05-27 12:23:04.840000
Maximum	2023-06-26 11:46:13.545000

Histogram

Histogram with fixed size bins (bins=50)

place
Text

Distinct	5480
Distinct (%)	51.0%
Missing	479
Missing (%)	4.3%
Memory size	87.8 KiB

Length

Max length	54
Median length	48
Mean length	26.790763
Min length	4

Characters and Unicode

Total characters	287706
Distinct characters	94
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4490 ?
Unique (%)	41.8%

Sample

1st row	35 km NNW of Beluga, Alaska
2nd row	7km WNW of Cobb, CA
3rd row	Southern Alaska
4th row	6km NW of The Geysers, CA
5th row	9km NNE of San Juan Bautista, CA

Value	Count	Frequency (%)
of	9633	15.6%
km	6574	10.6%
alaska	4813	7.8%
ca	2861	4.6%
nw	1444	2.3%
karluk	1183	1.9%
nnw	974	1.6%
the	866	1.4%
geysers	791	1.3%
w	720	1.2%
Other values (1762)	31966	51.7%

Most occurring characters

Value	Count	Frequency (%)
	51086	17.8%
a	23921	8.3%
k	17774	6.2%
o	16603	5.8%
l	12186	4.2%
s	11056	3.8%
m	10611	3.7%
e	10118	3.5%
,	10088	3.5%
f	10087	3.5%
Other values (84)	114176	39.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	159252	55.4%
Space Separator	51086	17.8%
Uppercase Letter	50493	17.6%
Decimal Number	16516	5.7%
Other Punctuation	10191	3.5%
Dash Punctuation	128	< 0.1%
Initial Punctuation	28	< 0.1%
Final Punctuation	8	< 0.1%
Open Punctuation	2	< 0.1%
Close Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	23921	15.0%
k	17774	11.2%
o	16603	10.4%
l	12186	7.7%
s	11056	6.9%
m	10611	6.7%
e	10118	6.4%
f	10087	6.3%
n	8282	5.2%
i	7318	4.6%
Other values (36)	31296	19.7%

Uppercase Letter

Value	Count	Frequency (%)
A	9133	18.1%
W	7194	14.2%
N	7192	14.2%
S	5641	11.2%
C	4309	8.5%
E	4183	8.3%
P	1999	4.0%
K	1498	3.0%
T	1371	2.7%
G	1086	2.2%
Other values (20)	6887	13.6%

Decimal Number

Value	Count	Frequency (%)
1	2845	17.2%
8	2108	12.8%
2	1799	10.9%
5	1785	10.8%
4	1778	10.8%
6	1673	10.1%
3	1543	9.3%
7	1246	7.5%
9	900	5.4%
0	839	5.1%

Other Punctuation

Value	Count	Frequency (%)
,	10088	99.0%
.	103	1.0%

Space Separator

Value	Count	Frequency (%)
	51086	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	128	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	28	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	8	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	209745	72.9%
Common	77961	27.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	23921	11.4%
k	17774	8.5%
o	16603	7.9%
l	12186	5.8%
s	11056	5.3%
m	10611	5.1%
e	10118	4.8%
f	10087	4.8%
A	9133	4.4%
n	8282	3.9%
Other values (66)	79974	38.1%

Common

Value	Count	Frequency (%)
	51086	65.5%
,	10088	12.9%
1	2845	3.6%
8	2108	2.7%
2	1799	2.3%
5	1785	2.3%
4	1778	2.3%
6	1673	2.1%
3	1543	2.0%
7	1246	1.6%
Other values (8)	2010	2.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	287311	99.9%
None	358	0.1%
Punctuation	36	< 0.1%
Latin Ext Additional	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	51086	17.8%
a	23921	8.3%
k	17774	6.2%
o	16603	5.8%
l	12186	4.2%
s	11056	3.8%
m	10611	3.7%
e	10118	3.5%
,	10088	3.5%
f	10087	3.5%
Other values (58)	113781	39.6%

None

Value	Count	Frequency (%)
ā	230	64.2%
á	65	18.2%
ó	8	2.2%
í	7	2.0%
ū	6	1.7%
ī	5	1.4%
é	5	1.4%
ō	4	1.1%
ı	4	1.1%
ñ	3	0.8%
Other values (13)	21	5.9%

Punctuation

Value	Count	Frequency (%)
‘	28	77.8%
’	8	22.2%

Latin Ext Additional

Value	Count	Frequency (%)
Ḩ	1	100.0%

type
Categorical

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

earthquake	10972
quarry blast	125
explosion	73
ice quake	44
other event	2

Length

Max length	14
Median length	10
Mean length	10.012747
Min length	9

Characters and Unicode

Total characters	112323
Distinct characters	21
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	earthquake
2nd row	earthquake
3rd row	earthquake
4th row	earthquake
5th row	earthquake

Common Values

Value	Count	Frequency (%)
earthquake	10972	97.8%
quarry blast	125	1.1%
explosion	73	0.7%
ice quake	44	0.4%
other event	2	< 0.1%
snow avalanche	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
earthquake	10972	96.3%
quarry	125	1.1%
blast	125	1.1%
explosion	73	0.6%
ice	44	0.4%
quake	44	0.4%
other	2	< 0.1%
event	2	< 0.1%
snow	2	< 0.1%
avalanche	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
a	22244	19.8%
e	22113	19.7%
r	11224	10.0%
q	11141	9.9%
u	11141	9.9%
t	11101	9.9%
k	11016	9.8%
h	10976	9.8%
s	200	0.2%
l	200	0.2%
Other values (11)	967	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112150	99.8%
Space Separator	173	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	22244	19.8%
e	22113	19.7%
r	11224	10.0%
q	11141	9.9%
u	11141	9.9%
t	11101	9.9%
k	11016	9.8%
h	10976	9.8%
s	200	0.2%
l	200	0.2%
Other values (10)	794	0.7%

Space Separator

Value	Count	Frequency (%)
	173	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112150	99.8%
Common	173	0.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	22244	19.8%
e	22113	19.7%
r	11224	10.0%
q	11141	9.9%
u	11141	9.9%
t	11101	9.9%
k	11016	9.8%
h	10976	9.8%
s	200	0.2%
l	200	0.2%
Other values (10)	794	0.7%

Common

Value	Count	Frequency (%)
	173	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	112323	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	22244	19.8%
e	22113	19.7%
r	11224	10.0%
q	11141	9.9%
u	11141	9.9%
t	11101	9.9%
k	11016	9.8%
h	10976	9.8%
s	200	0.2%
l	200	0.2%
Other values (11)	967	0.9%

horizontalError
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	1179
Distinct (%)	15.6%
Missing	3678
Missing (%)	32.8%
Infinite	0
Infinite (%)	0.0%
Mean	1.6900228

Minimum	0.08
Maximum	35.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0.08
5-th percentile	0.16
Q1	0.26
median	0.43
Q3	0.89
95-th percentile	9.4
Maximum	35.12
Range	35.04
Interquartile range (IQR)	0.63

Descriptive statistics

Standard deviation	3.0722174
Coefficient of variation (CV)	1.8178556
Kurtosis	7.5759042
Mean	1.6900228
Median Absolute Deviation (MAD)	0.21
Skewness	2.6614742
Sum	12742.772
Variance	9.4385197
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.23	198	1.8%
0.22	189	1.7%
0.24	183	1.6%
0.25	172	1.5%
0.21	167	1.5%
0.26	162	1.4%
0.29	150	1.3%
0.28	149	1.3%
0.2	144	1.3%
0.27	144	1.3%
Other values (1169)	5882	52.4%
(Missing)	3678	32.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.08	4	< 0.1%
0.09	6	0.1%
0.1	16	0.1%
0.11	24	0.2%
0.12	46	0.4%
0.13	58	0.5%
0.14	69	0.6%
0.15	91	0.8%
0.16	99	0.9%
0.17	93	0.8%

Value	Count	Frequency (%)
35.12	1	< 0.1%
21.84	1	< 0.1%
19.57	1	< 0.1%
19.19	1	< 0.1%
17.94	1	< 0.1%
17.33	1	< 0.1%
16.99	1	< 0.1%
16.84	1	< 0.1%
16.79	1	< 0.1%
16.69	1	< 0.1%

depthError
Real number (ℝ)

Distinct	1704
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.9512318

Minimum	0
Maximum	124.2
Zeros	107
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.2
Q1	0.42
median	0.73
Q3	1.47975
95-th percentile	7.57015
Maximum	124.2
Range	124.2
Interquartile range (IQR)	1.05975

Descriptive statistics

Standard deviation	4.5565086
Coefficient of variation (CV)	2.335196
Kurtosis	74.63354
Mean	1.9512318
Median Absolute Deviation (MAD)	0.37
Skewness	6.6323324
Sum	21888.918
Variance	20.76177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.3	515	4.6%
0.4	485	4.3%
0.2	424	3.8%
0.5	405	3.6%
0.6	330	2.9%
0.7	242	2.2%
0.8	235	2.1%
0.9	189	1.7%
31.61	163	1.5%
1	148	1.3%
Other values (1694)	8082	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	1.0%
0.08	2	< 0.1%
0.09	1	< 0.1%
0.1	87	0.8%
0.11	3	< 0.1%
0.12	11	0.1%
0.13	13	0.1%
0.14	12	0.1%
0.15	20	0.2%
0.150000006	1	< 0.1%

Value	Count	Frequency (%)
124.2	1	< 0.1%
53.75	1	< 0.1%
41	1	< 0.1%
39.8	1	< 0.1%
39.4	1	< 0.1%
33.8	1	< 0.1%
32.454	1	< 0.1%
32.23	1	< 0.1%
31.61	163	1.5%
29.8	1	< 0.1%

magError
Real number (ℝ)

Distinct	3348
Distinct (%)	41.1%
Missing	3074
Missing (%)	27.4%
Infinite	0
Infinite (%)	0.0%
Mean	0.24423896

Minimum	0
Maximum	5.76
Zeros	55
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.053
Q1	0.115
median	0.17486355
Q3	0.25
95-th percentile	0.45419106
Maximum	5.76
Range	5.76
Interquartile range (IQR)	0.135

Descriptive statistics

Standard deviation	0.40334154
Coefficient of variation (CV)	1.6514218
Kurtosis	66.629144
Mean	0.24423896
Median Absolute Deviation (MAD)	0.065136453
Skewness	7.570438
Sum	1989.0821
Variance	0.16268439
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.1	145	1.3%
0.2	131	1.2%
0.18	94	0.8%
0.14	90	0.8%
0.23	78	0.7%
0.19	77	0.7%
0.16	73	0.7%
0.15	70	0.6%
0.17	69	0.6%
0.13	68	0.6%
Other values (3338)	7249	64.6%
(Missing)	3074	27.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	0.5%
0.002	1	< 0.1%
0.002306002623	1	< 0.1%
0.002330902557	1	< 0.1%
0.002469337843	1	< 0.1%
0.003118965627	1	< 0.1%
0.003163165567	1	< 0.1%
0.004065631249	1	< 0.1%
0.004881416641	1	< 0.1%
0.005	1	< 0.1%

Value	Count	Frequency (%)
5.76	1	< 0.1%
5.27	1	< 0.1%
5.16	1	< 0.1%
5.02	1	< 0.1%
4.97	1	< 0.1%
4.8	1	< 0.1%
4.64	1	< 0.1%
4.63	1	< 0.1%
4.6	1	< 0.1%
4.57	1	< 0.1%

magNst
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	182
Distinct (%)	2.2%
Missing	3060
Missing (%)	27.3%
Infinite	0
Infinite (%)	0.0%
Mean	16.23572

Minimum	0
Maximum	519
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	87.8 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	6
median	10
Q3	18
95-th percentile	46
Maximum	519
Range	519
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	25.750373
Coefficient of variation (CV)	1.5860322
Kurtosis	89.139463
Mean	16.23572
Median Absolute Deviation (MAD)	5
Skewness	7.6992861
Sum	132451
Variance	663.08173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5	669	6.0%
6	664	5.9%
4	620	5.5%
8	565	5.0%
7	537	4.8%
9	404	3.6%
10	399	3.6%
11	369	3.3%
3	314	2.8%
12	313	2.8%
Other values (172)	3304	29.5%
(Missing)	3060	27.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6	0.1%
1	34	0.3%
2	200	1.8%
3	314	2.8%
4	620	5.5%
5	669	6.0%
6	664	5.9%
7	537	4.8%
8	565	5.0%
9	404	3.6%

Value	Count	Frequency (%)
519	1	< 0.1%
452	1	< 0.1%
436	1	< 0.1%
435	1	< 0.1%
378	1	< 0.1%
373	2	< 0.1%
348	1	< 0.1%
313	2	< 0.1%
277	1	< 0.1%
275	1	< 0.1%

status
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

reviewed	9839
automatic	1379

Length

Max length	9
Median length	8
Mean length	8.1229274
Min length	8

Characters and Unicode

Total characters	91123
Distinct characters	12
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	automatic
2nd row	automatic
3rd row	automatic
4th row	automatic
5th row	automatic

Common Values

Value	Count	Frequency (%)
reviewed	9839	87.7%
automatic	1379	12.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
reviewed	9839	87.7%
automatic	1379	12.3%

Most occurring characters

Value	Count	Frequency (%)
e	29517	32.4%
i	11218	12.3%
r	9839	10.8%
v	9839	10.8%
w	9839	10.8%
d	9839	10.8%
a	2758	3.0%
t	2758	3.0%
u	1379	1.5%
o	1379	1.5%
Other values (2)	2758	3.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	91123	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	29517	32.4%
i	11218	12.3%
r	9839	10.8%
v	9839	10.8%
w	9839	10.8%
d	9839	10.8%
a	2758	3.0%
t	2758	3.0%
u	1379	1.5%
o	1379	1.5%
Other values (2)	2758	3.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	91123	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	29517	32.4%
i	11218	12.3%
r	9839	10.8%
v	9839	10.8%
w	9839	10.8%
d	9839	10.8%
a	2758	3.0%
t	2758	3.0%
u	1379	1.5%
o	1379	1.5%
Other values (2)	2758	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	91123	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	29517	32.4%
i	11218	12.3%
r	9839	10.8%
v	9839	10.8%
w	9839	10.8%
d	9839	10.8%
a	2758	3.0%
t	2758	3.0%
u	1379	1.5%
o	1379	1.5%
Other values (2)	2758	3.0%

locationSource
Categorical

Distinct	15
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

ak	3050
av	1795
nc	1683
ci	1212
us	1181
Other values (10)	2297

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	22436
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ak
2nd row	nc
3rd row	ak
4th row	nc
5th row	ak

Common Values

Value	Count	Frequency (%)
ak	3050	27.2%
av	1795	16.0%
nc	1683	15.0%
ci	1212	10.8%
us	1181	10.5%
hv	527	4.7%
nn	412	3.7%
pr	277	2.5%
uw	238	2.1%
ok	219	2.0%
Other values (5)	624	5.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ak	3050	27.2%
av	1795	16.0%
nc	1683	15.0%
ci	1212	10.8%
us	1181	10.5%
hv	527	4.7%
nn	412	3.7%
pr	277	2.5%
uw	238	2.1%
ok	219	2.0%
Other values (5)	624	5.6%

Most occurring characters

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22436	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22436	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22436	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2895	12.9%
n	2543	11.3%
v	2322	10.3%
u	1751	7.8%
i	1212	5.4%
s	1195	5.3%
h	527	2.3%
r	277	1.2%
Other values (8)	1600	7.1%

magSource
Categorical

Distinct	18
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	87.8 KiB

ak	3050
av	1795
nc	1683
ci	1212
us	1172
Other values (13)	2306

Length

Max length	3
Median length	2
Mean length	2.0008023
Min length	2

Characters and Unicode

Total characters	22445
Distinct characters	20
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	ak
2nd row	nc
3rd row	ak
4th row	nc
5th row	ak

Common Values

Value	Count	Frequency (%)
ak	3050	27.2%
av	1795	16.0%
nc	1683	15.0%
ci	1212	10.8%
us	1172	10.4%
hv	527	4.7%
nn	412	3.7%
pr	277	2.5%
uw	238	2.1%
ok	219	2.0%
Other values (8)	633	5.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
ak	3050	27.2%
av	1795	16.0%
nc	1683	15.0%
ci	1212	10.8%
us	1172	10.4%
hv	527	4.7%
nn	412	3.7%
pr	277	2.5%
uw	238	2.1%
ok	219	2.0%
Other values (8)	633	5.6%

Most occurring characters

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2901	12.9%
n	2543	11.3%
v	2322	10.3%
u	1748	7.8%
i	1212	5.4%
s	1187	5.3%
h	527	2.3%
r	277	1.2%
Other values (10)	1614	7.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	22445	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2901	12.9%
n	2543	11.3%
v	2322	10.3%
u	1748	7.8%
i	1212	5.4%
s	1187	5.3%
h	527	2.3%
r	277	1.2%
Other values (10)	1614	7.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	22445	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2901	12.9%
n	2543	11.3%
v	2322	10.3%
u	1748	7.8%
i	1212	5.4%
s	1187	5.3%
h	527	2.3%
r	277	1.2%
Other values (10)	1614	7.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	22445	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	4845	21.6%
k	3269	14.6%
c	2901	12.9%
n	2543	11.3%
v	2322	10.3%
u	1748	7.8%
i	1212	5.4%
s	1187	5.3%
h	527	2.3%
r	277	1.2%
Other values (10)	1614	7.2%

Auto

Heatmap
Table

	latitude	longitude	depth	mag	nst	gap	dmin	rms	horizontalError	depthError	magError	magNst	magType	net	type	status	locationSource	magSource
latitude	1.000	-0.511	0.012	-0.303	-0.607	0.259	-0.343	0.252	-0.185	-0.268	0.321	-0.288	0.368	0.532	0.068	0.329	0.532	0.534
longitude	-0.511	1.000	0.043	0.216	0.337	-0.177	0.507	-0.036	0.211	0.160	-0.358	0.199	0.346	0.578	0.057	0.223	0.578	0.580
depth	0.012	0.043	1.000	0.498	0.435	0.049	0.615	0.543	0.460	0.117	-0.239	0.216	0.155	0.177	0.000	0.089	0.177	0.182
mag	-0.303	0.216	0.498	1.000	0.655	-0.155	0.658	0.575	0.440	0.163	-0.320	0.479	0.460	0.422	0.065	0.230	0.422	0.423
nst	-0.607	0.337	0.435	0.655	1.000	-0.544	0.272	0.424	-0.052	-0.153	-0.244	0.741	0.241	0.216	0.000	0.096	0.216	0.219
gap	0.259	-0.177	0.049	-0.155	-0.544	1.000	0.258	-0.018	0.475	0.344	0.083	-0.493	0.082	0.199	0.035	0.141	0.199	0.199
dmin	-0.343	0.507	0.615	0.658	0.272	0.258	1.000	0.779	0.659	0.605	-0.301	0.109	0.208	0.151	0.000	0.091	0.151	0.150
rms	0.252	-0.036	0.543	0.575	0.424	-0.018	0.779	1.000	0.567	0.074	-0.244	0.232	0.228	0.327	0.064	0.219	0.327	0.328
horizontalError	-0.185	0.211	0.460	0.440	-0.052	0.475	0.659	0.567	1.000	0.754	-0.220	-0.091	0.345	0.345	0.000	0.172	0.345	0.345
depthError	-0.268	0.160	0.117	0.163	-0.153	0.344	0.605	0.074	0.754	1.000	-0.137	-0.132	0.018	0.148	0.312	0.042	0.148	0.147
magError	0.321	-0.358	-0.239	-0.320	-0.244	0.083	-0.301	-0.244	-0.220	-0.137	1.000	-0.191	0.060	0.207	0.000	0.363	0.207	0.207
magNst	-0.288	0.199	0.216	0.479	0.741	-0.493	0.109	0.232	-0.091	-0.132	-0.191	1.000	0.144	0.109	0.000	0.077	0.109	0.108
magType	0.368	0.346	0.155	0.460	0.241	0.082	0.208	0.228	0.345	0.018	0.060	0.144	1.000	0.491	0.027	0.423	0.491	0.561
net	0.532	0.578	0.177	0.422	0.216	0.199	0.151	0.327	0.345	0.148	0.207	0.109	0.491	1.000	0.161	0.567	1.000	1.000
type	0.068	0.057	0.000	0.065	0.000	0.035	0.000	0.064	0.000	0.312	0.000	0.000	0.027	0.161	1.000	0.046	0.161	0.161
status	0.329	0.223	0.089	0.230	0.096	0.141	0.091	0.219	0.172	0.042	0.363	0.077	0.423	0.567	0.046	1.000	0.567	0.567
locationSource	0.532	0.578	0.177	0.422	0.216	0.199	0.151	0.327	0.345	0.148	0.207	0.109	0.491	1.000	0.161	0.567	1.000	1.000
magSource	0.534	0.580	0.182	0.423	0.219	0.199	0.150	0.328	0.345	0.147	0.207	0.108	0.561	1.000	0.161	0.567	1.000	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	time	latitude	longitude	depth	mag	magType	nst	gap	dmin	rms	net	id	updated	place	type	horizontalError	depthError	magError	magNst	status	locationSource	magSource
0	2023-06-26T11:41:18.517Z	61.430500	-151.373000	63.30	1.00	ml	NaN	NaN	NaN	0.35	ak	ak02384wx0ze	2023-06-26T11:44:02.129Z	35 km NNW of Beluga, Alaska	earthquake	NaN	1.10	NaN	NaN	automatic	ak	ak
1	2023-06-26T11:28:01.160Z	38.836498	-122.805832	2.07	1.33	md	21.0	80.0	0.01225	0.02	nc	nc73905551	2023-06-26T11:46:13.545Z	7km WNW of Cobb, CA	earthquake	0.24	0.45	0.16	22.0	automatic	nc	nc
2	2023-06-26T11:17:31.919Z	61.607900	-150.673400	49.80	1.80	ml	NaN	NaN	NaN	0.74	ak	ak02384wrwp3	2023-06-26T11:20:29.326Z	Southern Alaska	earthquake	NaN	0.90	NaN	NaN	automatic	ak	ak
3	2023-06-26T11:12:49.040Z	38.821167	-122.795166	2.67	1.08	md	25.0	33.0	0.01186	0.03	nc	nc73905546	2023-06-26T11:35:17.483Z	6km NW of The Geysers, CA	earthquake	0.22	0.43	0.16	22.0	automatic	nc	nc
4	2023-06-26T10:54:31.466Z	61.408500	-147.736400	48.10	1.10	ml	NaN	NaN	NaN	0.48	ak	ak02384weeju	2023-06-26T10:55:46.949Z	NaN	earthquake	NaN	0.80	NaN	NaN	automatic	ak	ak
5	2023-06-26T10:40:37.800Z	36.921501	-121.517334	24.93	1.95	md	11.0	140.0	0.07033	0.35	nc	nc73905541	2023-06-26T11:25:14.416Z	9km NNE of San Juan Bautista, CA	earthquake	7.15	2.98	0.13	10.0	automatic	nc	nc
6	2023-06-26T10:38:07.150Z	36.328999	-120.899834	5.95	1.73	md	19.0	87.0	0.04471	0.05	nc	nc73905536	2023-06-26T11:15:15.373Z	22km WSW of New Idria, CA	earthquake	0.28	0.62	0.08	4.0	automatic	nc	nc
7	2023-06-26T10:37:17.930Z	36.909500	-121.550499	9.21	1.50	md	11.0	122.0	0.04159	0.06	nc	nc73905531	2023-06-26T11:35:10.481Z	7km N of San Juan Bautista, CA	earthquake	0.52	0.54	0.26	10.0	automatic	nc	nc
8	2023-06-26T10:36:11.830Z	36.838665	-121.671501	-0.34	1.49	md	6.0	223.0	0.07847	0.15	nc	nc73905526	2023-06-26T11:09:11.348Z	6km SSW of Aromas, CA	earthquake	1.69	13.03	0.27	3.0	automatic	nc	nc
9	2023-06-26T10:23:32.380Z	19.198500	-64.617800	34.00	3.78	md	8.0	302.0	0.91140	0.24	pr	pr2023177000	2023-06-26T11:01:02.983Z	97 km N of Cruz Bay, U.S. Virgin Islands	earthquake	3.50	16.10	0.09	5.0	reviewed	pr	pr

	time	latitude	longitude	depth	mag	magType	nst	gap	dmin	rms	net	id	updated	place	type	horizontalError	depthError	magError	magNst	status	locationSource	magSource
11208	2023-05-27T12:34:28.500Z	36.385833	-120.705833	8.70	1.52	md	27.0	142.0	0.17580	0.12	nc	nc73890590	2023-05-29T20:19:11.857Z	4km SW of New Idria, CA	earthquake	0.24	0.65	0.215000	24.0	reviewed	nc	nc
11209	2023-05-27T12:32:16.142Z	59.023600	-150.976100	46.70	2.10	ml	NaN	NaN	NaN	0.56	ak	ak0236rbc3y3	2023-06-01T14:35:53.899Z	60 km SE of Port Graham, Alaska	earthquake	NaN	0.60	NaN	NaN	reviewed	ak	ak
11210	2023-05-27T12:31:32.860Z	61.969400	-149.851900	34.30	1.40	ml	NaN	NaN	NaN	0.69	ak	ak0236rbbxil	2023-06-01T14:35:53.695Z	21 km S of Susitna North, Alaska	earthquake	NaN	1.00	NaN	NaN	reviewed	ak	ak
11211	2023-05-27T12:28:49.051Z	62.507100	-151.513900	95.80	2.60	ml	NaN	NaN	NaN	0.68	ak	ak0236rbbboy	2023-06-18T11:33:33.040Z	38 km W of Petersville, Alaska	earthquake	NaN	0.40	NaN	NaN	reviewed	ak	ak
11212	2023-05-27T12:28:11.542Z	61.689800	-150.354500	45.00	1.60	ml	NaN	NaN	NaN	0.56	ak	ak0236rbb8qp	2023-06-01T14:35:53.195Z	17 km WSW of Willow, Alaska	earthquake	NaN	1.00	NaN	NaN	reviewed	ak	ak
11213	2023-05-27T12:25:15.332Z	61.257700	-151.889600	87.20	1.30	ml	NaN	NaN	NaN	0.29	ak	ak0236rbalxp	2023-06-01T14:35:55.286Z	45 km WNW of Beluga, Alaska	earthquake	NaN	0.80	NaN	NaN	reviewed	ak	ak
11214	2023-05-27T12:19:49.450Z	44.228167	-110.752167	1.91	1.11	md	15.0	93.0	0.05699	0.14	uu	uu60541016	2023-05-30T14:20:18.620Z	47 km ENE of Warm River, Idaho	earthquake	0.38	8.50	0.255000	7.0	reviewed	uu	uu
11215	2023-05-27T12:17:12.820Z	33.966833	-116.667667	13.94	0.59	ml	22.0	71.0	0.07336	0.06	ci	ci40235007	2023-05-30T20:12:39.473Z	12km SW of Morongo Valley, CA	earthquake	0.17	0.48	0.077000	11.0	reviewed	ci	ci
11216	2023-05-27T12:05:35.610Z	18.170333	-67.366167	8.12	2.68	md	9.0	213.0	0.23850	0.13	pr	pr71411268	2023-05-27T12:23:04.840Z	Mona Passage	earthquake	0.53	0.77	0.117036	8.0	reviewed	pr	pr
11217	2023-05-27T11:58:44.607Z	61.776000	-150.069900	9.90	1.20	ml	NaN	NaN	NaN	0.66	ak	ak0236rawb80	2023-06-01T14:35:52.995Z	3 km NNW of Willow, Alaska	earthquake	NaN	0.40	NaN	NaN	reviewed	ak	ak

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Initial Punctuation

Final Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Latin Ext Additional

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values